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Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed
Yellow seed coat in rapeseed (Brassica napus) is a desirable trait that can be targeted to improve the quality of this oilseed crop. To better understand the inheritance mechanism of the yellow-seeded trait, we performed transcriptome profiling of developing seeds in yellow- and black-seeded rapesee...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042178/ https://www.ncbi.nlm.nih.gov/pubmed/36993847 http://dx.doi.org/10.3389/fpls.2023.1154208 |
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author | Guan, Mingwei Shi, Xiangtian Chen, Si Wan, Yuanyuan Tang, Yunshan Zhao, Tian Gao, Lei Sun, Fujun Yin, Nengwen Zhao, Huiyan Lu, Kun Li, Jiana Qu, Cunmin |
author_facet | Guan, Mingwei Shi, Xiangtian Chen, Si Wan, Yuanyuan Tang, Yunshan Zhao, Tian Gao, Lei Sun, Fujun Yin, Nengwen Zhao, Huiyan Lu, Kun Li, Jiana Qu, Cunmin |
author_sort | Guan, Mingwei |
collection | PubMed |
description | Yellow seed coat in rapeseed (Brassica napus) is a desirable trait that can be targeted to improve the quality of this oilseed crop. To better understand the inheritance mechanism of the yellow-seeded trait, we performed transcriptome profiling of developing seeds in yellow- and black-seeded rapeseed with different backgrounds. The differentially expressed genes (DEGs) during seed development showed significant characteristics, these genes were mainly enriched for the Gene Ontology (GO) terms carbohydrate metabolic process, lipid metabolic process, photosynthesis, and embryo development. Moreover, 1206 and 276 DEGs, which represent candidates to be involved in seed coat color, were identified between yellow- and black-seeded rapeseed during the middle and late stages of seed development, respectively. Based on gene annotation, GO enrichment analysis, and protein–protein interaction network analysis, the downregulated DEGs were primarily enriched for the phenylpropanoid and flavonoid biosynthesis pathways. Notably, 25 transcription factors (TFs) involved in regulating flavonoid biosynthesis pathway, including known (e.g., KNAT7, NAC2, TTG2 and STK) and predicted TFs (e.g., C2H2-like, bZIP44, SHP1, and GBF6), were identified using integrated gene regulatory network (iGRN) and weight gene co-expression networks analysis (WGCNA). These candidate TF genes had differential expression profiles between yellow- and black-seeded rapeseed, suggesting they might function in seed color formation by regulating genes in the flavonoid biosynthesis pathway. Thus, our results provide in-depth insights that facilitate the exploration of candidate gene function in seed development. In addition, our data lay the foundation for revealing the roles of genes involved in the yellow-seeded trait in rapeseed. |
format | Online Article Text |
id | pubmed-10042178 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100421782023-03-28 Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed Guan, Mingwei Shi, Xiangtian Chen, Si Wan, Yuanyuan Tang, Yunshan Zhao, Tian Gao, Lei Sun, Fujun Yin, Nengwen Zhao, Huiyan Lu, Kun Li, Jiana Qu, Cunmin Front Plant Sci Plant Science Yellow seed coat in rapeseed (Brassica napus) is a desirable trait that can be targeted to improve the quality of this oilseed crop. To better understand the inheritance mechanism of the yellow-seeded trait, we performed transcriptome profiling of developing seeds in yellow- and black-seeded rapeseed with different backgrounds. The differentially expressed genes (DEGs) during seed development showed significant characteristics, these genes were mainly enriched for the Gene Ontology (GO) terms carbohydrate metabolic process, lipid metabolic process, photosynthesis, and embryo development. Moreover, 1206 and 276 DEGs, which represent candidates to be involved in seed coat color, were identified between yellow- and black-seeded rapeseed during the middle and late stages of seed development, respectively. Based on gene annotation, GO enrichment analysis, and protein–protein interaction network analysis, the downregulated DEGs were primarily enriched for the phenylpropanoid and flavonoid biosynthesis pathways. Notably, 25 transcription factors (TFs) involved in regulating flavonoid biosynthesis pathway, including known (e.g., KNAT7, NAC2, TTG2 and STK) and predicted TFs (e.g., C2H2-like, bZIP44, SHP1, and GBF6), were identified using integrated gene regulatory network (iGRN) and weight gene co-expression networks analysis (WGCNA). These candidate TF genes had differential expression profiles between yellow- and black-seeded rapeseed, suggesting they might function in seed color formation by regulating genes in the flavonoid biosynthesis pathway. Thus, our results provide in-depth insights that facilitate the exploration of candidate gene function in seed development. In addition, our data lay the foundation for revealing the roles of genes involved in the yellow-seeded trait in rapeseed. Frontiers Media S.A. 2023-03-09 /pmc/articles/PMC10042178/ /pubmed/36993847 http://dx.doi.org/10.3389/fpls.2023.1154208 Text en Copyright © 2023 Guan, Shi, Chen, Wan, Tang, Zhao, Gao, Sun, Yin, Zhao, Lu, Li and Qu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Guan, Mingwei Shi, Xiangtian Chen, Si Wan, Yuanyuan Tang, Yunshan Zhao, Tian Gao, Lei Sun, Fujun Yin, Nengwen Zhao, Huiyan Lu, Kun Li, Jiana Qu, Cunmin Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title | Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title_full | Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title_fullStr | Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title_full_unstemmed | Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title_short | Comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
title_sort | comparative transcriptome analysis identifies candidate genes related to seed coat color in rapeseed |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10042178/ https://www.ncbi.nlm.nih.gov/pubmed/36993847 http://dx.doi.org/10.3389/fpls.2023.1154208 |
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